JEPA-TTT: Persistent Test-Time Training of Latent World Models for Planning under Dynamics Shifts

Zheyuan Zhang, Suyu Ye, Nakul Agarwal +5

World models enable agents to plan by predicting future states of the environment, but their predictions can become unreliable when test-time dynamics differ from those seen during…